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Scalable Complexity Control Facilitates Reasoning Ability of LLMs

Scalable Complexity Control Facilitates Reasoning Ability of LLMs

Liangkai Hang
Junjie Yao
Zhiwei Bai
Tianyi Chen
Yang Chen
R. Diao
Hezhou Li
Pengxiao Lin
Zhiwei Wang
Cheng Xu
Zhongwang Zhang
Zhangchen Zhou
Zhiyu Li
Zehao Lin
Kai Chen
Feiyu Xiong
Y. Zhang
Weinan E
Hongkang Yang
Zhi-hai Xu
    LRM
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Papers citing "Scalable Complexity Control Facilitates Reasoning Ability of LLMs"

3 / 3 papers shown
Title
An overview of condensation phenomenon in deep learning
An overview of condensation phenomenon in deep learning
Zhi-Qin John Xu
Yaoyu Zhang
Zhangchen Zhou
AI4CE
66
4
0
13 Apr 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-AI
Daya Guo
Dejian Yang
Haowei Zhang
Junxiao Song
...
Shiyu Wang
S. Yu
Shunfeng Zhou
Shuting Pan
S.S. Li
ReLMVLMOffRLAI4TSLRM
387
2,022
0
22 Jan 2025
Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers
Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers
Zhongwang Zhang
Pengxiao Lin
Zhiwei Wang
Yaoyu Zhang
Zhi-Qin John Xu
69
5
0
15 Jan 2025